Category: Edge AI

Edge AI Pipelines: Streaming Data from Sensors to Micro-Models

A turbine failed catastrophically at a wind farm. Vibration sensors had detected anomalies weeks earlier. By the time sensor data traveled from remote turbines to central data centers, got processed b

Model Compression Techniques for Edge Deployment

# Model Compression Techniques for Edge Deployment Edge devices have limited memory and compute. Full-sized ML models often won't fit or run too slowly. Model compression reduces model size and compu